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Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service layer classes with CRUD operations, partition key strategies, parameterized queries, or TDD patterns for Cosmos. Triggers on phrases like \"Cosmos DB\", \"NoSQL database\", \"document store\", \"add persistence\", \"database service layer\", or \"Python Cosmos SDK\".","ComeOnOliver\u002Fskillshub","ComeOnOliver","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F43215937?v=4","01M6E5JNFECJAAVFE0W7SMWWD2","Haoran Shu","01M6E5JNNDQS7AJZDYFQ8TPZCK",66,"MIT","https:\u002F\u002Fgithub.com\u002FComeOnOliver\u002Fskillshub\u002Fblob\u002Fmain\u002Fskills\u002Faiskillstore\u002Fmarketplace\u002Fsickn33\u002Fazure-cosmos-db-py\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38],"azure","azure cosmos db py","azure cosmos db","cosmos","db","use","store","add","triggers","strategies","patterns","document","emulator","python","fastapi","partition","crud","nosql","database","auth","2026-11-10 10:12:30",false,"---\nname: azure-cosmos-db-py\ndescription: Build Azure Cosmos DB NoSQL services with Python\u002FFastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service layer classes with CRUD operations, partition key strategies, parameterized queries, or TDD patterns for Cosmos. Triggers on phrases like \"Cosmos DB\", \"NoSQL database\", \"document store\", \"add persistence\", \"database service layer\", or \"Python Cosmos SDK\".\npackage: azure-cosmos\n---\n\n# Cosmos DB Service Implementation\n\nBuild production-grade Azure Cosmos DB NoSQL services following clean code, security best practices, and TDD principles.\n\n## Installation\n\n```bash\npip install azure-cosmos azure-identity\n```\n\n## Environment Variables\n\n```bash\nCOSMOS_ENDPOINT=https:\u002F\u002F\u003Caccount>.documents.azure.com:443\u002F\nCOSMOS_DATABASE_NAME=\u003Cdatabase-name>\nCOSMOS_CONTAINER_ID=\u003Ccontainer-id>\n# For emulator only (not production)\nCOSMOS_KEY=\u003Cemulator-key>\n```\n\n## Authentication\n\n**DefaultAzureCredential (preferred)**:\n```python\nfrom azure.cosmos import CosmosClient\nfrom azure.identity import DefaultAzureCredential\n\nclient = CosmosClient(\n    url=os.environ[\"COSMOS_ENDPOINT\"],\n    credential=DefaultAzureCredential()\n)\n```\n\n**Emulator (local development)**:\n```python\nfrom azure.cosmos import CosmosClient\n\nclient = CosmosClient(\n    url=\"https:\u002F\u002Flocalhost:8081\",\n    credential=os.environ[\"COSMOS_KEY\"],\n    connection_verify=False\n)\n```\n\n## Architecture Overview\n\n```\n┌─────────────────────────────────────────────────────────────────┐\n│                         FastAPI Router                          │\n│  - Auth dependencies (get_current_user, get_current_user_required)\n│  - HTTP error responses (HTTPException)                         │\n└──────────────────────────────┬──────────────────────────────────┘\n                               │\n┌──────────────────────────────▼──────────────────────────────────┐\n│                        Service Layer                            │\n│  - Business logic and validation                                │\n│  - Document ↔ Model conversion                                  │\n│  - Graceful degradation when Cosmos unavailable                 │\n└──────────────────────────────┬──────────────────────────────────┘\n                               │\n┌──────────────────────────────▼──────────────────────────────────┐\n│                     Cosmos DB Client Module                     │\n│  - Singleton container initialization                           │\n│  - Dual auth: DefaultAzureCredential (Azure) \u002F Key (emulator)   │\n│  - Async wrapper via run_in_threadpool                          │\n└─────────────────────────────────────────────────────────────────┘\n```\n\n## Quick Start\n\n### 1. Client Module Setup\n\nCreate a singleton Cosmos client with dual authentication:\n\n```python\n# db\u002Fcosmos.py\nfrom azure.cosmos import CosmosClient\nfrom azure.identity import DefaultAzureCredential\nfrom starlette.concurrency import run_in_threadpool\n\n_cosmos_container = None\n\ndef _is_emulator_endpoint(endpoint: str) -> bool:\n    return \"localhost\" in endpoint or \"127.0.0.1\" in endpoint\n\nasync def get_container():\n    global _cosmos_container\n    if _cosmos_container is None:\n        if _is_emulator_endpoint(settings.cosmos_endpoint):\n            client = CosmosClient(\n                url=settings.cosmos_endpoint,\n                credential=settings.cosmos_key,\n                connection_verify=False\n            )\n        else:\n            client = CosmosClient(\n                url=settings.cosmos_endpoint,\n                credential=DefaultAzureCredential()\n            )\n        db = client.get_database_client(settings.cosmos_database_name)\n        _cosmos_container = db.get_container_client(settings.cosmos_container_id)\n    return _cosmos_container\n```\n\n**Full implementation**: See [references\u002Fclient-setup.md](references\u002Fclient-setup.md)\n\n### 2. Pydantic Model Hierarchy\n\nUse five-tier model pattern for clean separation:\n\n```python\nclass ProjectBase(BaseModel):           # Shared fields\n    name: str = Field(..., min_length=1, max_length=200)\n\nclass ProjectCreate(ProjectBase):       # Creation request\n    workspace_id: str = Field(..., alias=\"workspaceId\")\n\nclass ProjectUpdate(BaseModel):         # Partial updates (all optional)\n    name: Optional[str] = Field(None, min_length=1)\n\nclass Project(ProjectBase):             # API response\n    id: str\n    created_at: datetime = Field(..., alias=\"createdAt\")\n\nclass ProjectInDB(Project):             # Internal with docType\n    doc_type: str = \"project\"\n```\n\n### 3. Service Layer Pattern\n\n```python\nclass ProjectService:\n    def _use_cosmos(self) -> bool:\n        return get_container() is not None\n    \n    async def get_by_id(self, project_id: str, workspace_id: str) -> Project | None:\n        if not self._use_cosmos():\n            return None\n        doc = await get_document(project_id, partition_key=workspace_id)\n        if doc is None:\n            return None\n        return self._doc_to_model(doc)\n```\n\n**Full patterns**: See [references\u002Fservice-layer.md](references\u002Fservice-layer.md)\n\n## Core Principles\n\n### Security Requirements\n\n1. **RBAC Authentication**: Use `DefaultAzureCredential` in Azure — never store keys in code\n2. **Emulator-Only Keys**: Hardcode the well-known emulator key only for local development\n3. **Parameterized Queries**: Always use `@parameter` syntax — never string concatenation\n4. **Partition Key Validation**: Validate partition key access matches user authorization\n\n### Clean Code Conventions\n\n1. **Single Responsibility**: Client module handles connection; services handle business logic\n2. **Graceful Degradation**: Services return `None`\u002F`[]` when Cosmos unavailable\n3. **Consistent Naming**: `_doc_to_model()`, `_model_to_doc()`, `_use_cosmos()`\n4. **Type Hints**: Full typing on all public methods\n5. **CamelCase Aliases**: Use `Field(alias=\"camelCase\")` for JSON serialization\n\n### TDD Requirements\n\nWrite tests BEFORE implementation using these patterns:\n\n```python\n@pytest.fixture\ndef mock_cosmos_container(mocker):\n    container = mocker.MagicMock()\n    mocker.patch(\"app.db.cosmos.get_container\", return_value=container)\n    return container\n\n@pytest.mark.asyncio\nasync def test_get_project_by_id_returns_project(mock_cosmos_container):\n    # Arrange\n    mock_cosmos_container.read_item.return_value = {\"id\": \"123\", \"name\": \"Test\"}\n    \n    # Act\n    result = await project_service.get_by_id(\"123\", \"workspace-1\")\n    \n    # Assert\n    assert result.id == \"123\"\n    assert result.name == \"Test\"\n```\n\n**Full testing guide**: See [references\u002Ftesting.md](references\u002Ftesting.md)\n\n## Reference Files\n\n| File | When to Read |\n|------|--------------|\n| [references\u002Fclient-setup.md](references\u002Fclient-setup.md) | Setting up Cosmos client with dual auth, SSL config, singleton pattern |\n| [references\u002Fservice-layer.md](references\u002Fservice-layer.md) | Implementing full service class with CRUD, conversions, graceful degradation |\n| [references\u002Ftesting.md](references\u002Ftesting.md) | Writing pytest tests, mocking Cosmos, integration test setup |\n| [references\u002Fpartitioning.md](references\u002Fpartitioning.md) | Choosing partition keys, cross-partition queries, move operations |\n| [references\u002Ferror-handling.md](references\u002Ferror-handling.md) | Handling CosmosResourceNotFoundError, logging, HTTP error mapping |\n\n## Template Files\n\n| File | Purpose |\n|------|---------|\n| [assets\u002Fcosmos_client_template.py](assets\u002Fcosmos_client_template.py) | Ready-to-use client module |\n| [assets\u002Fservice_template.py](assets\u002Fservice_template.py) | Service class skeleton |\n| [assets\u002Fconftest_template.py](assets\u002Fconftest_template.py) | pytest fixtures for Cosmos mocking |\n\n## Quality Attributes (NFRs)\n\n### Reliability\n- Graceful degradation when Cosmos unavailable\n- Retry logic with exponential backoff for transient failures\n- Connection pooling via singleton pattern\n\n### Security\n- Zero secrets in code (RBAC via DefaultAzureCredential)\n- Parameterized queries prevent injection\n- Partition key isolation enforces data boundaries\n\n### Maintainability\n- Five-tier model pattern enables schema evolution\n- Service layer decouples business logic from storage\n- Consistent patterns across all entity services\n\n### Testability\n- Dependency injection via `get_container()`\n- Easy mocking with module-level globals\n- Clear separation enables unit testing without Cosmos\n\n### Performance\n- Partition key queries avoid cross-partition scans\n- Async wrapping prevents blocking FastAPI event loop\n- Minimal document conversion overhead\n","# Cosmos DB Service Implementation\n\nBuild production-grade Azure Cosmos DB NoSQL services following clean code, security best practices, and TDD principles.\n\n## Installation\n\n```bash\npip install azure-cosmos azure-identity\n```\n\n## Environment Variables\n\n```bash\nCOSMOS_ENDPOINT=https:\u002F\u002F\u003Caccount>.documents.azure.com:443\u002F\nCOSMOS_DATABASE_NAME=\u003Cdatabase-name>\nCOSMOS_CONTAINER_ID=\u003Ccontainer-id>\n# For emulator only (not production)\nCOSMOS_KEY=\u003Cemulator-key>\n```\n\n## Authentication\n\n**DefaultAzureCredential (preferred)**:\n```python\nfrom azure.cosmos import CosmosClient\nfrom azure.identity import DefaultAzureCredential\n\nclient = CosmosClient(\n    url=os.environ[\"COSMOS_ENDPOINT\"],\n    credential=DefaultAzureCredential()\n)\n```\n\n**Emulator (local development)**:\n```python\nfrom azure.cosmos import CosmosClient\n\nclient = CosmosClient(\n    url=\"https:\u002F\u002Flocalhost:8081\",\n    credential=os.environ[\"COSMOS_KEY\"],\n    connection_verify=False\n)\n```\n\n## Architecture Overview\n\n```\n┌─────────────────────────────────────────────────────────────────┐\n│                         FastAPI Router                          │\n│  - Auth dependencies (get_current_user, get_current_user_required)\n│  - HTTP error responses (HTTPException)                         │\n└──────────────────────────────┬──────────────────────────────────┘\n                               │\n┌──────────────────────────────▼──────────────────────────────────┐\n│                        Service Layer                            │\n│  - Business logic and validation                                │\n│  - Document ↔ Model conversion                                  │\n│  - Graceful degradation when Cosmos unavailable                 │\n└──────────────────────────────┬──────────────────────────────────┘\n                               │\n┌──────────────────────────────▼──────────────────────────────────┐\n│                     Cosmos DB Client Module                     │\n│  - Singleton container initialization                           │\n│  - Dual auth: DefaultAzureCredential (Azure) \u002F Key (emulator)   │\n│  - Async wrapper via run_in_threadpool                          │\n└─────────────────────────────────────────────────────────────────┘\n```\n\n## Quick Start\n\n### 1. Client Module Setup\n\nCreate a singleton Cosmos client with dual authentication:\n\n```python\n# db\u002Fcosmos.py\nfrom azure.cosmos import CosmosClient\nfrom azure.identity import DefaultAzureCredential\nfrom starlette.concurrency import run_in_threadpool\n\n_cosmos_container = None\n\ndef _is_emulator_endpoint(endpoint: str) -> bool:\n    return \"localhost\" in endpoint or \"127.0.0.1\" in endpoint\n\nasync def get_container():\n    global _cosmos_container\n    if _cosmos_container is None:\n        if _is_emulator_endpoint(settings.cosmos_endpoint):\n            client = CosmosClient(\n                url=settings.cosmos_endpoint,\n                credential=settings.cosmos_key,\n                connection_verify=False\n            )\n        else:\n            client = CosmosClient(\n                url=settings.cosmos_endpoint,\n                credential=DefaultAzureCredential()\n            )\n        db = client.get_database_client(settings.cosmos_database_name)\n        _cosmos_container = db.get_container_client(settings.cosmos_container_id)\n    return _cosmos_container\n```\n\n**Full implementation**: See [references\u002Fclient-setup.md](references\u002Fclient-setup.md)\n\n### 2. Pydantic Model Hierarchy\n\nUse five-tier model pattern for clean separation:\n\n```python\nclass ProjectBase(BaseModel):           # Shared fields\n    name: str = Field(..., min_length=1, max_length=200)\n\nclass ProjectCreate(ProjectBase):       # Creation request\n    workspace_id: str = Field(..., alias=\"workspaceId\")\n\nclass ProjectUpdate(BaseModel):         # Partial updates (all optional)\n    name: Optional[str] = Field(None, min_length=1)\n\nclass Project(ProjectBase):             # API response\n    id: str\n    created_at: datetime = Field(..., alias=\"createdAt\")\n\nclass ProjectInDB(Project):             # Internal with docType\n    doc_type: str = \"project\"\n```\n\n### 3. Service Layer Pattern\n\n```python\nclass ProjectService:\n    def _use_cosmos(self) -> bool:\n        return get_container() is not None\n    \n    async def get_by_id(self, project_id: str, workspace_id: str) -> Project | None:\n        if not self._use_cosmos():\n            return None\n        doc = await get_document(project_id, partition_key=workspace_id)\n        if doc is None:\n            return None\n        return self._doc_to_model(doc)\n```\n\n**Full patterns**: See [references\u002Fservice-layer.md](references\u002Fservice-layer.md)\n\n## Core Principles\n\n### Security Requirements\n\n1. **RBAC Authentication**: Use `DefaultAzureCredential` in Azure — never store keys in code\n2. **Emulator-Only Keys**: Hardcode the well-known emulator key only for local development\n3. **Parameterized Queries**: Always use `@parameter` syntax — never string concatenation\n4. **Partition Key Validation**: Validate partition key access matches user authorization\n\n### Clean Code Conventions\n\n1. **Single Responsibility**: Client module handles connection; services handle business logic\n2. **Graceful Degradation**: Services return `None`\u002F`[]` when Cosmos unavailable\n3. **Consistent Naming**: `_doc_to_model()`, `_model_to_doc()`, `_use_cosmos()`\n4. **Type Hints**: Full typing on all public methods\n5. **CamelCase Aliases**: Use `Field(alias=\"camelCase\")` for JSON serialization\n\n### TDD Requirements\n\nWrite tests BEFORE implementation using these patterns:\n\n```python\n@pytest.fixture\ndef mock_cosmos_container(mocker):\n    container = mocker.MagicMock()\n    mocker.patch(\"app.db.cosmos.get_container\", return_value=container)\n    return container\n\n@pytest.mark.asyncio\nasync def test_get_project_by_id_returns_project(mock_cosmos_container):\n    # Arrange\n    mock_cosmos_container.read_item.return_value = {\"id\": \"123\", \"name\": \"Test\"}\n    \n    # Act\n    result = await project_service.get_by_id(\"123\", \"workspace-1\")\n    \n    # Assert\n    assert result.id == \"123\"\n    assert result.name == \"Test\"\n```\n\n**Full testing guide**: See [references\u002Ftesting.md](references\u002Ftesting.md)\n\n## Reference Files\n\n| File | When to Read |\n|------|--------------|\n| [references\u002Fclient-setup.md](references\u002Fclient-setup.md) | Setting up Cosmos client with dual auth, SSL config, singleton pattern |\n| [references\u002Fservice-layer.md](references\u002Fservice-layer.md) | Implementing full service class with CRUD, conversions, graceful degradation |\n| [references\u002Ftesting.md](references\u002Ftesting.md) | Writing pytest tests, mocking Cosmos, integration test setup |\n| [references\u002Fpartitioning.md](references\u002Fpartitioning.md) | Choosing partition keys, cross-partition queries, move operations |\n| [references\u002Ferror-handling.md](references\u002Ferror-handling.md) | Handling CosmosResourceNotFoundError, logging, HTTP error mapping |\n\n## Template Files\n\n| File | Purpose 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